Duration-based customized media program

ABSTRACT

Systems, devices, apparatuses, components, methods, and techniques for building customized media programs for a specified duration are provided. An example media-playback device for generating customized media programs for a route to a specified duration includes a user preferences engine to determine a user&#39;s listening preferences, a duration engine to determine a duration of the route, and a duration-based media program engine for building a playlist of news and entertainment media content based on the duration of the route and the preferences of the user.

CROSS-REFERENCE TO RELATED APPLICATIONS

This application is a continuation of U.S. application Ser. No.15/721,100, filed on Sep. 29, 2017, which claims priority to U.S.Application No. 62/441,266, filed on Dec. 31, 2016, and titledDURATION-BASED CUSTOMIZED MEDIA PROGRAM, the disclosure of which ishereby incorporated by reference in its entirety.

BACKGROUND

Many people enjoy consuming media content while travelling or duringother activities. The media content can include audio content, videocontent, or other types of media content. Examples of audio contentincludes songs, albums, podcasts, audiobooks, etc. Examples of videocontent includes movies, music videos, television episodes, etc. Using amobile phone or other media-playback device, such as avehicle-integrated media playback device, a person can access largecatalogs of media content. For example, a user can access an almostlimitless catalog of media content through various free andsubscription-based streaming services. Additionally, a user can store alarge catalog of media content on his or her mobile device.

This nearly limitless access to media content introduces new challengesfor users. For example, it may be difficult to find or select a desiredvariety of media content suitable for traveling.

SUMMARY

In general terms, this disclosure is directed to customizing mediaprograms to match a selected duration. In one possible configuration andby non-limiting example, a media-playback device generates a customizedmedia program that is specifically configured to provide playback ofmedia content for the duration of a traveled route. Various aspects aredescribed in this disclosure, which include, but are not limited to, thefollowing aspects.

In one aspect, media playback device for customizing a media program fora specified duration comprises: a processor; a memory device encodinginstructions that, when executed by the processor, cause the mediaplayback device to: determine a duration of the media program; determineone or more preferences of a user; build a customized playlist of mediacontent items based on the determined duration and the one or morepreferences of the user; and a content output device configured to playthe media content items.

In another aspect, a method of presenting a customized media program toa user comprises: determining a duration of the customized mediaprogram; building a playlist including one or more items of mediacontent that fit the determined duration; and playing the playlist.

In yet another aspect, a system for building a customized playlist for aspecific route comprises: a media-delivery system configured tocommunicate with a mobile device through a network, the media-deliverysystem comprising: a customized program server application for selectingmedia for a customized playlist for a specific travel route based onuser preferences comprising a machine learning engine and a userpreferences data store; and a media server application for accessing andstreaming media content of the customized playlist.

In another aspect, computer-executable instructions are executed by oneor more computing devices, causing the computing device to: receive aselection of a destination; determine a route to the destination;determine a duration of the route; determine the driving conditions ofthe route; determine one or more preferences of the user; build aplaylist including one or more types of audio content the conform to thepreferences of the user, the driving conditions of the route, and theduration of the route, wherein the playlist includes one or more newscontent items and one or more entertainment content items; play theplaylist through a media playback device; adjust the playlist inresponse to changes in the duration of the route or receiving a commandfrom the user to skip content; and conclude the playlist with anuplifting media content item selected for the user.

BRIEF DESCRIPTION OF THE DRAWINGS

FIG. 1 illustrates an example system for customizing a media program.

FIG. 2 is a schematic illustration of the example system of FIG. 1.

FIG. 3 is a schematic block diagram of the duration-based customizedmedia program engine of FIG. 1.

FIG. 4 is a schematic block diagram of the navigation application ofFIG. 2.

FIG. 5 is a schematic block diagram of the external content source ofFIG. 2.

FIG. 6 is a schematic block diagram of an embodiment of the vehiclemedia playback system of FIG. 2.

FIG. 7 shows an embodiment of the media-playback device of FIG. 1operating within an interior cabin of a vehicle.

FIG. 8 illustrates an example method of customizing a media program fora specific duration performed by some embodiments of the duration-basedcustomized media program engine of FIG. 2.

FIG. 9 illustrates an example method of determining a duration of acustomized media program performed by some embodiments of theduration-based customized media program engine of FIG. 2.

FIG. 10 illustrates an embodiment of the user interface of themedia-playback device of FIG. 2.

FIG. 11 illustrates another embodiment of the user interface of themedia-playback device of FIG. 2.

FIG. 12 illustrates an example method of generating a customized mediaprogram for a specific route performed by some embodiments of theduration-based customized media program engine of FIG. 2.

FIG. 13 illustrates an example method of determining travel conditionsof a route performed by some embodiments of the duration-basedcustomized media program engine of FIG. 2.

FIG. 14 illustrates an example method of determining user preferencesfor media content that is performed by some embodiments of theduration-based customized media program engine of FIG. 2.

FIG. 15 shows a diagram of an exemplary media program customized for aparticular route.

FIG. 16 shows an embodiment of a user interface displayed on themedia-playback device of FIG. 2

FIG. 17 shows other embodiment of a user interface displayed on themedia-playback device of FIG. 2

FIG. 18 illustrates another diagram of an example customized mediaprogram.

FIG. 19 illustrates an example method of adjusting media content is acustomized media program in response to changes in a route duration thatis performed by some embodiments of the duration-based customized mediaprogram engine of FIG. 2.

FIG. 20 illustrates an example method of playing a customized mediaprogram that is performed by some embodiments of the duration-basedcustomized media program engine of FIG. 2.

FIG. 21 illustrates an example method of replacing skipped media contentin a customized media program that is performed by some embodiments ofthe duration-based customized media program engine of FIG. 2.

FIG. 22 illustrates another embodiment of a user interface displayed onthe media-playback device of FIG. 2.

FIG. 23 illustrates another embodiment of a the user interface of FIG.22 prompting a user for feedback.

FIG. 24 illustrates another embodiment of the user interface of FIG. 22after replacement media content has been selected.

FIG. 25 illustrates an abbreviated schematic diagram of an example mediaprogram before and after implementation of the skip and replaceoperation of FIG. 21.

FIG. 26 illustrates an example method of modifying a customized mediaprogram in response to a route detour that is performed by someembodiments of the duration-based customized media program engine ofFIG. 2.

FIG. 27 illustrates another embodiment of a the user interface of FIG.22 showing a detour notification.

FIG. 28 illustrates an abbreviated schematic diagram of an example mediaprogram before and after implementation of the detour operation of FIG.26.

FIG. 29 illustrates an example method of modifying a customized mediaprogram in response to a playback interruption that is performed by someembodiments of the duration-based customized media program engine ofFIG. 2.

FIG. 30 illustrates another embodiment of a the user interface of FIG.22 showing an incoming call notification.

FIG. 31 illustrates an abbreviated schematic diagram of an example mediaprogram before and after implementation of the interruption operation ofFIG. 29.

DETAILED DESCRIPTION

Various embodiments will be described in detail with reference to thedrawings, wherein like reference numerals represent like parts andassemblies throughout the several views. Reference to variousembodiments does not limit the scope of the claims attached hereto.Additionally, any examples set forth in this specification are notintended to be limiting and merely set forth some of the many possibleembodiments for the appended claims.

Users of media-playback devices often consume media content duringvarious activities, including travelling. As used herein, the term“travel” and variants thereof refers to any activity in which a user isin transit between two locations. For example, a user is in transit whenbeing conveyed by a vehicle, including motorized and non-motorized,public transit, and private vehicles. A user is also in transit whenmoving between locations by other means such as walking and running.

Enjoying media content while travelling presents many challenges. First,it can be difficult to safely interact with a media-playback devicewhile traveling in a manner that does not interfere with travel relatedactivities (driving, navigating, etc.) Second, desired media content maynot be available or accessible in a format that can be accessed whiletravelling. Third, accessing media content while travelling may bedifficult, expensive, or impossible depending on networkavailability/capacity along the route of travel. Fourth, accessing andplaying back media content can require significant amounts of energy,potentially draining a battery in the media-playback device. Fifth, itcan be challenging to connect a media-playback device to avehicle-embedded audio system for playback while travelling in avehicle. Embodiments disclosed herein address some or all of thesechallenges. It should be understood, however, that aspects describedherein are not limited to use during travel.

For example, in some embodiments, the media-playback device includes alimited-attention interface that requires less attention from the userand/or is less distracting than a standard interface. Thislimited-attention interface can be useful during travelling because auser may have limited attention available for interacting with amedia-playback device due to the need to concentrate on travel relatedactivities, including, for example, driving and navigating. But thelimited-attention interface can also be configured for use playing backmedia content during other activities that require the user'sconcentration, such as exercising, playing games, operating heavyequipment, reading, studying, etc.

Consuming media content may include one or more of listening to audiocontent, watching video content, or consuming other types of mediacontent. For ease of explanation, the embodiments described in thisapplication are presented using specific examples. For example, audiocontent (and in particular music) is described as an example of one formof media consumption. As another example, travelling (and in particulardriving) is described as one example of an activity during which mediacontent is consumed. However, it should be understood that the sameconcepts are similarly applicable to other forms of media consumptionand to other activities, and at least some embodiments include otherforms of media consumption and/or are configured for use during otheractivities.

FIG. 1 illustrates an example customized media program playback system100 for media content playback during travel. The example system 100includes a media-playback device 102 and a media-delivery system 104.The media-playback device 102 includes a duration-based customized mediaprogram engine 108. The system 100 communicates across a network 106.Also shown, is a user U who is travelling in a vehicle V. The user U mayinteract with the duration-based customized media program engine 108through a user interface 112 on the media-playback device 102, resultingin media output 110.

The media-playback device 102 plays back media content items to producemedia output 110. In some embodiments, the media content items areprovided by the media-delivery system 104 and transmitted to themedia-playback device 102 using the network 106. A media content item isan item of media content, including audio, video, or other types ofmedia content, which may be stored in any format suitable for storingmedia content. Non-limiting examples of media content items include newscontent items, weather content items, traffic content items, music,audiobooks, music videos, movies, television episodes, podcasts, othertypes of audio or video content, and portions or combinations thereof.

The media-playback device 102 plays media content for the user duringtravel or other activities. The media content that is played back may beselected based on user input or may be selected without user input. Themedia content may be selected for playback without user input by eitherthe media-playback device 102 or the media-delivery system 104. Forexample, media content can be selected for playback without user inputbased on stored user profile information, location, travel conditions,current events, and other criteria.

User profile information includes but is not limited to user preferencesand historical information about the user's consumption of mediacontent. User profile information can also include libraries and/orplaylists of media content items associated with the user. User profileinformation can also include information about the user's relationshipswith other users (e.g., associations between users that are stored bythe media-delivery system 104 or on a separate social media site).Although the media-playback device 102 is shown as a separate device inFIG. 1, the media-playback device 102 can also be integrated with thevehicle (e.g., as part of a dash-mounted vehicle infotainment system).

The duration-based customized media program engine 108 generatescustomized media programs for users based on a specified duration oftime. In at least some embodiments, the duration-based customized mediaprogram engine 108 builds media playlists configured to accompany a usertraveling in a vehicle along a particular route. The selected media inthe playlist is customized to conform to the user's preferences andconditions along the route.

In some embodiments, the duration-based customized media program engine108 receives input from a user to skip media content within a playlistduring playback. In some embodiments, the duration-based customizedmedia program engine 108 updates the playlist in response to a changedduration by adding or removing new or entertainment content. Theduration may be changed in response to receiving input from the user tochange the duration of the media program. In some embodiments, theduration is adjusted based on input received from the travel serverapplication 186 which shows that a route will take more or less timethan initially estimated. Additionally, the duration may be adjusted dueto an interruption in playback of the playlist such as a phone call orpausing playback. In some embodiments, the duration-based customizedmedia program engine 108 updates the playlist in response to a changedduration by adding or removing news or entertainment content.Embodiments of the duration-based customized media program engine 108are illustrated and described further throughout.

FIG. 2 is a schematic illustration of an example system 100 for mediacontent playback during travel. In FIG. 2, the media-playback device102, the media-delivery system 104, and the network 106 are shown. Alsoshown are the user U and satellites S.

As noted above, the media-playback device 102 plays media content items.In some embodiments, the media-playback device 102 plays media contentitems that are provided (e.g., streamed, transmitted, etc.) by a systemexternal to the media-playback device such as the media-delivery system104, another system, or a peer device. Alternatively, in someembodiments, the media-playback device 102 plays media content itemsstored locally on the media-playback device 102. Further, in at leastsome embodiments, the media-playback device 102 plays media contentitems that are stored locally as well as media content items provided byother systems.

In some embodiments, the media-playback device 102 is a computingdevice, handheld entertainment device, smartphone, tablet, watch,wearable device, or any other type of device capable of playing mediacontent. In yet other embodiments, the media-playback device 102 is anin-dash vehicle computer, laptop computer, desktop computer, television,gaming console, set-top box, network appliance, blue-ray or DVD player,media player, stereo, or radio.

In at least some embodiments, the media-playback device 102 includes alocation-determining device 150, a touch screen 152, a processing device154, a memory device 156, a content output device 158, amovement-detecting device 160, a network access device 162, asound-sensing device 164, and an optical-sensing device 166. Otherembodiments may include additional, different, or fewer components. Forexample, some embodiments do not include one or more of the touch screen152, the movement-detecting device 160, the sound-sensing device 164 andthe optical-sensing device 166.

The location-determining device 150 is a device that determines thelocation of the media-playback device 102. In some embodiments, thelocation-determining device 150 uses one or more of the followingtechnologies: Global Positioning System (GPS) technology which mayreceive GPS signals 174 from satellites S, cellular triangulationtechnology, network-based location identification technology, Wi-Fipositioning systems technology, and combinations thereof.

The touch screen 152 operates to receive an input 176 from a selector(e.g., a finger, stylus, etc.) controlled by the user U. In someembodiments, the touch screen 152 operates as both a display device anda user input device. In some embodiments, the touch screen 152 detectsinputs based on one or both of touches and near-touches. In someembodiments, single taps and/or swipes are recognized as inputs. In someembodiments, the touch screen 152 displays a user interface 168 forinteracting with the media-playback device 102. As noted above, someembodiments do not include a touch screen 152. Some embodiments includea display device and one or more separate user interface devices.Further, some embodiments do not include a display device. In someembodiments, the user interface 168 operates to receive input from theuser U to determine one or more preferences of the user U. The user Umay provide input to the user interface 168 by one or more of thesound-sensing device 164 and the touch screen 152.

In some embodiments, the processing device 154 comprises one or morecentral processing units (CPU). In other embodiments, the processingdevice 154 additionally or alternatively includes one or more digitalsignal processors, field-programmable gate arrays, or other electroniccircuits.

The memory device 156 operates to store data and instructions. In someembodiments, the memory device 156 stores instructions for amedia-playback engine 170 that includes the duration-based customizedmedia program engine 108. In some embodiments, the media-playback engine170 selects and plays back media content and generates interfaces forselecting and playing back media content items. As described above, theduration-based customized media program engine 108 also selects mediacontent for the user. The memory device 156 may further storeinstructions for a navigation application 171 and a parking application172 in some embodiments. The navigation application 171 operates todetermine routes to selected destinations. The parking application 172operates to report the status of available parking spaces near of alocation of interest to the user.

In at least some embodiments, interfaces are generated that areconfigured to be less distracting to a user and require less attentionfrom the user than other interfaces generated by the media-playbackengine 170. For example, interfaces may include fewer features than theother interfaces generated by the media-playback engine 170. Theseinterfaces may make it easier for the user to interact with themedia-playback device 102 during travel or other activities that requirethe user's attention.

Some embodiments of the memory device also include a media content cache173. The media content cache 173 stores media-content items, such asmedia content items that have been previously received from themedia-delivery system 104. The media content items stored in the mediacontent cache 173 may be stored in an encrypted or unencrypted format.The media content cache 173 can also store decryption keys for some orall of the media content items that are stored in an encrypted format.The media content cache 173 can also store metadata about media-contentitems such as title, artist name, album name, length, genre, mood, era,etc. The media content cache 173 can also store playback informationabout the media content items, such as the number of times the user hasrequested to playback the media content item or the current location ofplayback (e.g., when the media content item is an audiobook, podcast, orthe like for which a user may wish to resume playback). In someembodiments, the playlist can be stored in the media content cache 173for later playback.

The memory device 156 typically includes at least some form ofcomputer-readable media. Computer readable media includes any availablemedia that can be accessed by the media-playback device 102. By way ofexample, computer-readable media include computer readable storage mediaand computer readable communication media.

Computer readable storage media includes volatile and nonvolatile,removable and non-removable media implemented in any device configuredto store information such as computer readable instructions, datastructures, program modules, or other data. Computer readable storagemedia includes, but is not limited to, random access memory, read onlymemory, electrically erasable programmable read only memory, flashmemory and other memory technology, compact disc read only memory, blueray discs, digital versatile discs or other optical storage, magneticcassettes, magnetic tape, magnetic disk storage or other magneticstorage devices, or any other medium that can be used to store thedesired information and that can be accessed by the media-playbackdevice 102. In some embodiments, computer readable storage media isnon-transitory computer readable storage media.

Computer readable communication media typically embodies computerreadable instructions, data structures, program modules or other data ina modulated data signal such as a carrier wave or other transportmechanism and includes any information delivery media. The term“modulated data signal” refers to a signal that has one or more of itscharacteristics set or changed in such a manner as to encode informationin the signal. By way of example, computer readable communication mediaincludes wired media such as a wired network or direct-wired connection,and wireless media such as acoustic, radio frequency, infrared, andother wireless media. Combinations of any of the above are also includedwithin the scope of computer readable media.

The content output device 158 operates to output media content. In someembodiments, the content output device 158 generates media output 110for the user U. Examples of the content output device 158 include aspeaker assembly 268 comprising one or more speakers, an audio outputjack, a Bluetooth transmitter, a display panel, and a video output jack.Other embodiments are possible as well. For example, the content outputdevice 158 may transmit a signal through the audio output jack orBluetooth transmitter that can be used to reproduce an audio signal by aconnected or paired device such as headphones, speaker system, orvehicle media-playback system 264. Embodiments involving transmission ofmedia output 110 through a vehicle media-playback system 264 are furtherdescribed throughout.

The movement-detecting device 160 senses movement of the media-playbackdevice 102. In some embodiments, the movement-detecting device 160 alsodetermines an orientation of the media-playback device 102. In at leastsome embodiments, the movement-detecting device 160 includes one or moreaccelerometers or other motion-detecting technologies ororientation-detecting technologies. As an example, themovement-detecting device 160 may determine an orientation of themedia-playback device 102 with respect to a primary direction ofgravitational acceleration. The movement-detecting device 160 may detectchanges in the determined orientation and interpret those changes asindicating movement of the media-playback device 102. Themovement-detecting device 160 may also detect other types ofacceleration of the media-playback device and interpret the accelerationas indicating movement of the media-playback device 102 too.

The network access device 162 operates to communicate with othercomputing devices over one or more networks, such as the network 106.Examples of the network access device 162 include one or more wirednetwork interfaces and wireless network interfaces. Examples of wirelessnetwork interfaces include infrared, BLUETOOTH® wireless technology,802.11a/b/g/n/ac, and cellular or other radio frequency interfaces.

The network 106 is an electronic communication network that facilitatescommunication between the media-playback device 102 and themedia-delivery system 104. An electronic communication network includesa set of computing devices and links between the computing devices. Thecomputing devices in the network use the links to enable communicationamong the computing devices in the network. The network 106 can includerouters, switches, mobile access points, bridges, hubs, intrusiondetection devices, storage devices, standalone server devices, bladeserver devices, sensors, desktop computers, firewall devices, laptopcomputers, handheld computers, mobile telephones, vehicular computingdevices, and other types of computing devices.

In various embodiments, the network 106 includes various types of links.For example, the network 106 can include wired and/or wireless links,including Bluetooth, ultra-wideband (UWB), 802.11, ZigBee, cellular, andother types of wireless links. Furthermore, in various embodiments, thenetwork 106 is implemented at various scales. For example, the network106 can be implemented as one or more vehicle are networks, local areanetworks (LANs), metropolitan area networks, subnets, wide area networks(such as the Internet), or can be implemented at another scale. Further,in some embodiments, the network 106 includes multiple networks, whichmay be of the same type or of multiple different types.

The sound-sensing device 164 senses sounds proximate the media-playbackdevice 102 (e.g., sounds within a vehicle in which the media-playbackdevice 102 is located). In some embodiments, the sound-sensing device164 comprises one or more microphones. For example, the sound-sensingdevice 164 may capture a recording of sounds from proximate themedia-playback device 102. These recordings may be analyzed by themedia-playback device 102 using speech-recognition technology toidentify words spoken by the user. The words may be recognized ascommands from the user that alter the behavior of the media-playbackdevice 102 and the playback of media content by the media-playbackdevice 102. The words and/or recordings may also be analyzed by themedia-playback device 102 using natural language processing and/orintent-recognition technology to determine appropriate actions to takebased on the spoken words.

Additionally or alternatively, the sound-sensing device 164 maydetermine various sound properties about the sounds proximate the usersuch as volume, dominant frequency or frequencies, etc. These soundproperties may be used to make inferences about the environmentproximate to the media-playback device 102 such as whether the sensedsounds are likely to correspond to a private vehicle, publictransportation, etc. In some embodiments, recordings captured by thesound-sensing device 164 are transmitted to media-delivery system 104(or another external server) for analysis using speech-recognitionand/or intent-recognition technologies.

The optical-sensing device 166 senses optical signals proximate themedia-playback device 102. In some embodiments, the optical-sensingdevice 166 comprises one or more light sensors or cameras. For example,the optical-sensing device 166 may capture images or videos. Thecaptured images can be processed (by the media-playback device 102 or anexternal server such as the media-delivery system 104 to which theimages are transmitted) to detect gestures, which may then beinterpreted as commands to change the playback of media content.Similarly, a light sensor can be used to determine various properties ofthe environment proximate the user computing device, such as thebrightness and primary frequency (or color or warmth) of the light inthe environment proximate the media-playback device 102. Theseproperties of the sensed light may then be used to infer whether themedia-playback device 102 is in an indoor environment, an outdoorenvironment, a private vehicle, public transit, etc.

The media-delivery system 104 comprises one or more computing devicesand provides media content items to the media-playback device 102 and,in some embodiments, other media-playback devices as well. Themedia-delivery system 104 includes a media server 180. Although FIG. 2shows a single media server 180, some embodiments include multiple mediaservers. In these embodiments, each of the multiple media servers may beidentical or similar and may provide similar functionality (e.g., toprovide greater capacity and redundancy, or to provide services frommultiple geographic locations). Alternatively, in these embodiments,some of the multiple media servers may perform specialized functions toprovide specialized services (e.g., services to enhance media contentplayback during travel or other activities, etc.). Various combinationsthereof are possible as well.

The media server 180 transmits stream media 218 to media-playbackdevices such as the media-playback device 102. In some embodiments, themedia server 180 includes a media server application 184, a travelserver application 186, a customized program server application 187, aprocessing device 188, a memory device 190, and a network access device192. The processing device 188, memory device 190, and network accessdevice 192 may be similar to the processing device 154, memory device156, and network access device 162 respectively, which have each beenpreviously described.

In some embodiments, the media server application 184 accesses andstreams music or other audio, video, or other forms of media content.The media server application 184 includes a media stream service 194, amedia data store 196, and a media application interface 198. The mediastream service 194 operates to buffer media content such as mediacontent items 206, 208, and 210, for streaming to one or more streams200, 202, and 204.

The media application interface 198 can receive requests or othercommunication from media-playback devices or other systems, to retrievemedia content items from the media server 180. For example, in FIG. 2,the media application interface 198 receives communication 234 from themedia-playback engine 170.

In some embodiments, the media data store 196 stores media content items212, media content metadata 214, and playlists 216. The media data store196 may comprise one or more databases and file systems. As noted above,the media content items 212 may be audio, video, or any other type ofmedia content, which may be stored in any format for storing mediacontent.

The media content metadata 214 operates to provide various informationassociated with the media content items 212. In some embodiments, themedia content metadata 214 includes one or more of title, artist name,album name, length, genre, mood, era, etc. In some embodiments, themedia content metadata 214 includes characteristics about media contentrelevant to its appropriateness for certain travel conditions. In someembodiments, the media content metadata 214 records information aboutone or more users' preferences related to a media content item.

The playlists 216 operate to identify one or more of the media contentitems 212 and assemble the media content items together into a playlist.In some embodiments, the playlists 216 identify a group of the mediacontent items 212 in a particular order. In other embodiments, theplaylists 216 merely identify a group of the media content items 212without specifying a particular order. Some, but not necessarily all, ofthe media content items 212 included in a particular one of theplaylists 216 are associated with a common characteristic such as acommon genre, mood, era, or appropriateness for particular travelconditions. The playlists 216 may include user-created playlists, whichmay be available to a particular user, a group of users, or to thepublic.

The travel server application 186 provides travel-specific functionalityfor providing media content items and interfaces for accessing mediacontent items to media-playback devices. In some embodiments, the travelserver application 186 includes a travel application interface 222 and atravel data store 224.

The travel application interface 222 can receive requests or othercommunication from media-playback devices or other systems, to retrievetravel information and media content items for playback during travel.For example, in FIG. 2, the travel application interface 222 sends andreceives communication 236 to and from the media-playback device 102.

Additionally, the travel server application 186 can process data anduser input information received from the media-playback device 102. Insome embodiments, travel server application 186 operates to transmitinformation about the suitability of one or more media content items forplayback during travel. In some embodiments, the travel serverapplication 186 may provide a list of media content items that aresuited to particular geographic locations, travel conditions, modes oftravel, user preferences, etc.

For example, the travel server application 186 may store metadata andother information that associates media content items with geographiclocations, forms of travel, route conditions, etc. in the travel datastore 224. The travel server application 186 may also store informationthat associates media content items with an individual or group ofusers' preferences for consuming that media content during travel in thetravel data store 224. The travel data store 224 may comprise one ormore files or databases. The travel data store 224 can also comprisefiles, tables, or fields in the media data store 196.

In some embodiments, the travel data store 224 stores travel mediametadata. The travel media metadata may include various types ofinformation associated with media content items, such as the mediacontent items 212. In some embodiments, the travel data store 224provides information that may be useful for selecting media contentitems for playback during travel. For example, in some embodiments, thetravel data store 224 stores travel scores for media content items thatcorrespond to the suitability of particular media content items forplayback during travel. As another example, in some embodiments, thetravel data store 224 stores timestamps (e.g., start and end points)that identify portions of media content items that are particularlywell-suited for playback during travel (or other activities).

The customized program server application 187 coordinates with the mediaserver application 184 and travel server application 186 to buildcustomized media programs to present to a user through themedia-playback device 102. The customized program server application 187selects media for a customized playlist for a specific travel routebased on user preferences and communicates that playlist to theduration-based customized media program engine 108 through communication238. In some embodiments, the customized program server application 187includes a user preferences engine 226. The user preferences engine 226operates to learn and store preferences of a user to determine mediacontent items to include in a playlist or program. In some embodiments,the user preferences engine 226 includes a machine learning engine 228and a user preferences data store 230. In some embodiments, the machinelearning engine 228 operates to receive communication 238 regarding userselections that indicate preferences of the user. These preferences maybe stored in the user preferences data store 230 along with preferencesthat may have been entered by the user or received from additionalsources.

Additional sources may include databases of preferences of other users.Such preferences are recorded with the user's permission to improve therecommendations of media content that are provided. In some embodiments,demographic information is requested from other users to build ademographic preferences database. The demographic preferences databasecan be accessed by the user preferences engine 226 to determine one ormore preferences of the user based on comparison to other users havingsimilar age, gender, geography, income, taste in media content, type ofcar, and/or education level.

Each of the media-playback device 102 and the media-delivery system 104can include additional physical computer or hardware resources. In atleast some embodiments, the media-playback device 102 communicates withthe media-delivery system 104 via the network 106.

Although in FIG. 2 only a single media-playback device 102 andmedia-delivery system 104 are shown, in accordance with someembodiments, the media-delivery system 104 can support the simultaneoususe of multiple media-playback devices, and the media-playback devicecan simultaneously access media content from multiple media-deliverysystems. Additionally, although FIG. 2 illustrates a streaming mediabased system for media playback during travel, other embodiments arepossible as well. For example, in some embodiments, the media-playbackdevice 102 includes a media data store 196 and the media-playback device102 is configured to select and playback media content items withoutaccessing the media-delivery system 104. Further in some embodiments,the media-playback device 102 operates to store previously streamedmedia content items in a local media data store 196 (e.g., the mediacontent cache 173).

In at least some embodiments, the media-delivery system 104 can be usedto stream, progressively download, or otherwise communicate music, otheraudio, video, or other forms of media content items to themedia-playback device 102 for playback during travel on themedia-playback device 102. In accordance with an embodiment, a user Ucan direct the input 176 to the user interface 168 to issue requests,for example, to playback media content for playback during travel on themedia-playback device 102.

FIG. 3 is a schematic block diagram of the duration-based customizedmedia program engine 108. In some embodiments, the duration-basedcustomized media program engine 108 includes a user preferences engine302, a duration engine 304, a news engine 306, an entertainment engine308, and a radio personality engine 310.

The user preferences engine 302 operates to access and apply previouslydetermined user preferences to the selection of content for a customizedmedia program. The user preferences may be accessed from a database suchas the user preferences data store 230 described in FIG. 2. In someembodiments, the user preferences engine 302 receives input from a userto determine one or more of the user's preferences. For example, a usermay indicate a preference to skip particular types of news content byentering the preference in a settings interface or by indicating adesire to skip that type of content by commanding the system to skip thecontent during playback. Skipping content is further described inreference to FIGS. 21-25. Additionally, user preferences may bedetermined by machine learning.

The duration engine 304 operates to determine a duration for thecustomized program. In some embodiments, the duration engine 304receives a selected duration from the user through the user interface112. This duration will remain fixed unless modified by the user. Insome embodiments, the duration can change due to interruptions toplayback of the playlist such as receiving a phone call or pausing theplaylist.

In other embodiments, the duration engine 304 communicates with thenavigation application 171, which is described further in FIG. 4. Thenavigation application 171 determines a route to destination entered bythe user, determines route conditions of the route, and determines theduration of time it will take to travel that route. The duration ofroutes may change due to traffic conditions, detours, stops, and otherunforeseen circumstances. The duration engine 304 will prompt theduration-based customized media program engine 108 to modify thecustomized program content in the event of changes in duration. In someembodiments, the duration is dynamically updated based on a currentlocation of the media-playback device 102.

The news engine 306 operates to access and select news content for thecustomized media program. The memory device 156 encodes instructions todetermine one or more news content items, weather content items, andtraffic content items to include in the customized playlist of mediacontent items. The news content is accessed through the media-deliverysystem 104 which receives the news content from one or more externalcontent sources 232. The external content sources 232 provide updatednews content that may be accessed in real-time during playback or inadvance of building the playlist. In preferred embodiments, news contentis streamed at the time of playing the media program to provide the mostup to date information. The external content sources 232 are furtherdescribed in FIG. 5.

The news engine 306 operates in conjunction with the user preferencesengine 302 and the duration engine 304 to select appropriate types andamounts of news content items to include in a customized program. Newscontent items include one or more of traffic reports, weather reports,world news stories, national news stories, regional news stories, localnews stories, sports news stories, business news stories, politics newsstories, entertainment news stories, and parking reports.

The entertainment engine 308 operates to access and select entertainmentcontent for the customized media program. The memory device 156 encodesinstructions to determine one or more audio book content items, musiccontent items, and podcast content items to include in the customizedmedia program. The entertainment content is accessed by communicatingwith the media server application 184. Media content items 212, mediacontent metadata 214, and playlists 216 are accessed from the media datastore 196 and communicated back to the duration-based customized mediaprogram engine 108. In some embodiments, entertainment content isaccessed from device memory, for example, at the media content cache173. In other embodiments, the entertainment content is streamed fromthe media stream service 194. The media content items 212 may includeaudio files and video files for music, music videos, podcasts,audiobooks, comedy programs, television shows, movies, and other typesof entertainment. The entertainment engine 308 operates in conjunctionwith the user preferences engine 302 and the duration engine 304 toselect appropriate types and amounts of entertainment content to includein a customized program.

In some embodiments, the radio personality engine 310 operates toprovide spoken content to accompany the customized playlist of mediacontent items in the form of a “radio personality.” Spoken narration isprovided between media content to greet the user and introduce eachsegment of content. The spoken word content may be prerecorded or may begenerated with speech synthesis.

FIG. 4 is a schematic block diagram of the navigation application 171.In some embodiments, the navigation application 171 includes a routingengine 402, a location determining engine 404, and a traffic monitoringengine 406.

The routing engine 402 operates to determine routes from one location toa destination. Typically, the route is from a user's location to a userinput destination. The routing engine 402 communicates with the locationdetermining engine 404 to determine the location of the media-playbackdevice 102. The routing engine 402 may determine more than oneappropriate route to a destination. A user may select from multipleroute options. Alternatively, the routing engine 402 may automaticallyselect the fastest route. The routing engine 402 also determines aduration of the route.

The location determining engine 404 operates to determine the currentlocation of the media-playback device. The location determining engine404 communicates with the location-determining device 150 of FIG. 2 todetermine the location of the user. The current location of the user maybe used during travel along the route to determine if the user is aheador behind of schedule based on the predicted route. The locationdetermining engine 404 may determine that the user is traveling more orless quickly than predicted and will communicate that determination tothe duration engine 304 of the duration-based customized media programengine 108 so that the duration of the custom media program can beadjusted.

The traffic monitoring engine 406 operates to monitor traffic conditionsalong the route. In the event that traffic conditions change affectingthe duration of the route, the navigation application 171 willcommunicate an update to the duration-based customized media programengine 108. Additionally, the traffic monitoring engine 406 determinesthe travel conditions for the route. In some embodiments the travelconditions of a route are used to determine appropriate entertainmentand news content to include in a customized program. If the trafficmonitoring engine 406 detects a change in traffic, this may becommunicated to the duration-based customized media program engine 108to prompt a change in the media content included in the programpresented to the traveling user.

FIG. 5 is a schematic block diagram of the external content source 232.The external content source 232 provides news content to theduration-based customized media program engine 108. In some embodiments,the news content is being continually updated with pre-recorded content.In some embodiments, the external content source 232 includes a localnews source 502, a world news source 504, a weather news source 506, anda traffic news source 508. More or less sources of news may be included.Additional types of news sources may be included or multiple sources foreach type of news may be included. In some embodiments the news contentis downloaded to the media-playback device 102 and in other embodimentsthe news content is streamed to the media-playback device 102.

The local news source 502 includes local news stories and may includenews stories relevant to the local area of the user, such as ametropolitan area or town. The world news source 504 includes newsstories from across the world. The weather news source 506 providesweather updates for the user's general geographic area. These updatesmay be specific to a zip code, a city, or a region. The traffic newssource 508 provides traffic news updates that are relevant to the user.The updates may be relevant to the user's metropolitan area or theuser's planned route.

FIG. 7 shows an embodiment of a media-playback device 102 operatingwithin an interior cabin of a vehicle. The user interface 112 of themedia-playback device 102 shows a main screen for a media applicationinterface 198. A user may interact with a touch screen or give verbalinstruction to command the media-playback device 102 to access one ormore items of media content. In this embodiment, the media-playbackdevice 102 may operate by utilizing the vehicle media-playback system264 to play media through the speaker assembly 268 of the vehicle headunit 266.

FIG. 8 illustrates an example method 800 of customizing a media programfor a specific duration performed by some embodiments of theduration-based customized media program engine 108. Such a method can beused, for example, to build a playlist for a user planning a trip alonga specified route. The user may be driving a car along a route of aspecific duration and wants to hear both news and entertainment contentcustomized to his or her preferences. The user may be utilizing avehicle media-playback system, such as the vehicle media-playback system264 of FIG. 4 and wishes to have an audio playlist that includes contentthat is appropriate for the amount of attention that the user requiresto drive. In other embodiments, the user may be traveling by other meanssuch as public transportation and does not need to pay attention todriving, but wants to have a media program customized to his or herpreferences that lasts the duration of his or her trip. In yet otherembodiments, the user may simply wish to specify a duration for a mediaprogram of customized content.

At operation 802, the duration of the customized media program isdetermined. The duration determines the amount of media content that canbe included in the program. FIG. 9 further describes determining theduration of the media program.

At operation 804, a customized media program is built including one ormore items of media content to fit the specified duration. Multiplefactors may be considered, which are further discussed with reference toFIGS. 12-14.

At operation 806, the customized program is played for the user. In someembodiments, the program is played directly from the content outputdevice 158 of the media-playback device 102. In other embodiments, theprogram is played through a vehicle media-playback system 264 or otherexternal audio output devices, such as Bluetooth speakers.

FIG. 9 illustrates an example method 802 of determining a duration of acustomized media program performed by some embodiments of theduration-based customized media program engine 108. The duration is usedto determine the amount of media content to include in the customizedmedia program.

At operation 902, the mode of travel of the user is determined. In someembodiments the user is driving a vehicle. In other embodiments, theuser is traveling as a passenger in a private vehicle, in a taxi, in atrain, in a bus, in a boat, or in a plane. In some embodiments, the useris traveling by means of bicycling, running, walking, skiing, or othermodes of recreational travel. Finally, the user may not be traveling atall and simply wishes to listen to a customized media program of aparticular duration. As is illustrated in FIG. 10, the user may select amode of travel. In other embodiments, one or more of thelocation-determining device 150, movement-detecting device 160,sound-sensing device 164, and optical-sensing device 166 can be used todetermine if and how the user is travelling.

At operation 904, it is determined whether the user is traveling along adefined route. Generally, this is determined by prompting the user toinput a destination. As was mentioned above, the user may not betraveling at all, in which case there is no defined route. Additionally,even though the user may be traveling by a particular method, the routemay not define the duration of the program. In such instances the usertypically provides some input to indicate that a route is not beingutilized and the method proceeds to operation 912. However, if the useris traveling to a particular destination along a particular route, themethod proceeds to operation 906.

At operation 906, the user inputs the destination to which he or she istraveling. The destination may be the name of a location, an address, oran intersection. The user inputs the destination into the media-playbackdevice 102 through the user interface 112 or by speaking the destinationwhich is received by the sound-sensing device 164.

At operation 908, a route to the destination is determined. Thenavigation application 171 receives the user input destination anddetermines one or more routes to the destination.

At operation 910, the duration of the route is determined. Thenavigation application 171 calculates the estimated duration of theroute based on the distance and traffic conditions along the route.

For instances where the user has not input a destination, the methodproceeds from operation 904 to operation 912. At operation 912, aduration is received from the user. The user may input a desiredduration of the customized media program into the media-playback device102 through the user interface 112 or by speaking the duration which isreceived by the sound-sensing device 164. For example, the user may beplanning to run on a treadmill for 30 minutes and wishes to listen to acustomized media program that lasts for the duration of the run. In thisinstance the user may use the touch screen 152 to input a duration of 30minutes.

FIG. 10 illustrates an embodiment of the media-playback device 102operating the duration-based customized media program engine 108 on auser interface 112. The user interface 112 displays a screen with aninput field for a destination 1002, as described in operation 906 ofFIG. 9. There are also a plurality of selectors 1004 for choosing a modeof travel. In this example, “driving,” “biking,” “bus,” and “nottraveling” are displayed as options. In some embodiments, additionaloptions are displayed by scrolling or by providing a different voicecommand. Selecting “driving” or “biking” would initiate operations 906,908, and 910 of FIG. 9 to route the user to the destination entered inthe destination input field 1002. If the user selects “bus” the user maybe prompted to enter a destination and a route to the destination wouldbe determined by accessing bus schedules and maps. Alternatively, theuser may simply be prompted to enter a duration for the bus ride.Selecting “not traveling” would prompt the user to input a duration forthe playlist, as described in operation 912 of FIG. 9.

FIG. 11 illustrates an embodiment of the media-playback device 102operating the duration-based customized media program engine 108 on auser interface 112. The user interface 112 displays a screen showingthat the navigation application 171 has determined a route 1008 and aduration of the route 1006 to the destination. In some embodiments,alternate routes may be presented, as shown in this example. Thepreferred route in this example has a duration of 15 minutes.

FIG. 12 illustrates an example method 804 of generating a customizedmedia program for a specific route performed by some embodiments of theduration-based customized media program engine 108. There are manyfactors considered in selecting media for the customized media program.

At operation 1202, the driving conditions of the route are determined.This determination is made in conjunction with the navigationapplication 171 which accesses map information and traffic informationfrom external sources. The driving conditions may be influenced by thetype of road, traffic, weather, and other factors which are furtherdiscussed with respect to FIG. 13. The driving conditions affect thelevel of attention required by the user while driving and navigating.

At operation 1204, the appropriate type of media for each portion of theroute are determined. The appropriate media is selected based on variousfactors, including those described in FIG. 13. For example, the drivingconditions affect the level of attention required by the user whiledriving, so types of media that require less concentration, such asmusic, are preferred over types of media that require moreconcentration, such as an audiobook when driving conditions are moredifficult. Metadata indicating how appropriate an item of media contentis for particular driving conditions or levels of attention may bestored in the media data store 196 and accessed by the duration-basedcustomized media program engine 108.

At operation 1206, user preferences are determined. User preferencesinfluence media selection in a number of ways, which are furtherdescribed with respect to FIG. 14. The user's preferences may bedetermined by receiving input directly from the user in the form ofchanging settings. In other embodiments, the user may provide feedbackregarding preferences in response to prompts from the user preferencesengine 226. In some embodiments, the machine learning engine 228determines one or more user preferences by receiving and analyzinginputs from the user during use of the media-playback device 102 andmedia server application 184. These preferences may be stored in a userpreferences data store 230. In some embodiments, the preferences ofother users may be utilized to infer the preferences of the user. Suchpreferences of other users may be accessed from the user preferencesdata store 230 because the other users have one or more attributes incommon with the user. User preferences determine the type of mediacontent included in the customized media program, the amount of newscontent and entertainment content in the program, among other factorsfurther discussed in FIG. 14.

At operation 1208 entertainment and news content are selected based onthe route and the user's preferences. In some embodiments, entertainmentcontent is retrieved from the media data store 196. Media may bedownloaded to the media-playback device 102 or streamed using the mediastream service 194. In some embodiments, news content is accessed fromthe external content source 232. The external content source 232provides various types of news relevant to the time that the playlist isbeing generated. The types of news content are described further in FIG.5. In some embodiments, long form content such as audiobooks or podcastsare accessed and resumed where the user stopped listening. The user mayoptionally select to play a particular playlist or audiobook to beintegrated into the customized program.

At operation 1210, the media program is generated, placing theentertainment and news media items together in a particular order. Insome embodiments a radio personality may be integrated into the programto provide narration and commentary between entertainment and news mediaitems. In some embodiments the media program may be generated in advanceof the user traveling. In such instances, the program may be cached tothe media-playback device 102 so that the user does not have to rely ona data connection to stream the media content. Additional media contentcan be cached in case the program needs to be extended in duration. Thenews content is accessed and downloaded at the time the program isdownloaded. In other embodiments, the media program may be generated asthe user is beginning his or her travels. The user may have entered adestination and has started to travel along the route. The program isgenerated and begins to play as the user is traveling and the mediacontent may be streamed or may be accessed from the memory device 156 ofthe media-playback device 102. News content is then accessed at the timethe playlist is generated or even as the news content is being playedfor the user.

FIG. 13 illustrates an example of the method 1202 of determining travelconditions of a route as described in FIG. 12. Various factors areconsidered for one or more segments of a user's route to determine thelevel of attention required by the user to navigate and/or travel alongthat route.

At operation 1302, the mode of travel of the user is determined. Themode of travel may be selected from driving, biking, running, and thelike. In some embodiments, the mode of travel is determined as describedwith respect to operation 902 of FIG. 9. As was mentioned above, in someinstances the user may not be traveling, in which case the remainingoperations of the method would not apply. However, for users who aretraveling and navigating, the mode of travel influences the level ofattention that the user needs to safely navigate the route. Forinstance, driving a vehicle requires much more attention than walking.In some cases, the user may be traveling, but is not navigating. Forexample, the user could be a passenger in a vehicle such as a taxi or abus and does not need to pay attention to driving or navigating.However, if the user is driving a vehicle, riding a bike, or running,the user will need to pay a certain amount of attention to navigationand traffic.

At operation 1304, the type of road or path is determined. Thisdetermination may be made for multiple segments within the same route.Each route may have multiple types of roads or paths. Each segment ofthe route is analyzed. For example, a route may begin with suburbanstreets, then transition to a gravel road in the country, and then endwith an interstate. While running, a user may be on a paved runningpath, a trail through the woods, a county road, and the like. Forexample, for driving a vehicle, the types of roads may include suburbanstreets, county roads, city streets, highways, and interstates. Drivingon a city street in an area with a lot of pedestrians may require moreattention from a driver than a straight stretch of interstate highwaywith light traffic. In some embodiments, the route may take the user ona bike trail or sidewalk if the user is running, biking, or the like.Running on a controlled path will typically require less attention thanrunning on or near streets with heavy vehicular traffic.

At operation 1306, the traffic conditions along the route aredetermined. The duration-based customized media program engine 108 maycommunicate with the traffic monitoring engine 406 of the navigationapplication 171 to determine current traffic conditions along the route.Greater amounts of traffic require more attention from the travelinguser than routes with less traffic.

At operation 1308, the weather conditions along the route aredetermined. The user requires less attention to travel in good weatherthan in bad weather. For example, traveling in a thunderstorm requiresmore attention than traveling on a sunny day, affecting the type ofmedia content that is chosen for the customized media program. Theweather conditions may be determined by accessing a weather news sourcefrom the external content source 232. In some embodiments, weatherconditions along a route may be inferred from traffic informationobtained from the navigation application 171.

At operation 1310, the level of attention required for the route isdetermined. The factors in operations 1302, 1304, 1306, and 1308 arecombined to determine how much attention is required of the user whiletraveling along each segment of a route. The level of attention maydiffer at each segment of the route. For instance, a segment of drivingon a county road with little traffic during favorable weather conditionswill require very little attention from the driver, allowing him or herto focus on more content-heavy media items. However, a segment ofdriving on a crowded freeway while it is sleeting will require most ofthe driver's attention, leaving little remaining to focus to mediacontent.

FIG. 14 illustrates an example of the method 1206 of determining userpreferences as described in FIG. 12. Various factors are considered toselect appropriate entertainment and news content for each segment ofthe route. User preferences are important for selecting media contentthat is customized to the user.

At operation 1402, the preferred type of media content to play at thattime of day for that type of route for that user is determined. As wasjust discussed, there are various attributes of routes that can beconsidered when choosing media content for a customized program. Inaddition, each user may have preferences regarding types of mediacontent to be playing at particular times or with certain routeconditions. For example, a user may prefer to listen to rock musicduring a morning commute, but prefers jazz music during an eveningcommute. In another example, a user may prefer to listen to audiobooksduring long trips, but prefers news stories for short trips. In yetanother example, a user may prefer to listen to podcasts during portionsof routes with less traffic and classical music for portions of routeswith heavy traffic. In yet another example, a user may prefer to listento more news content in the morning and more music content in theafternoon. Such preferences can be determined directly with user inputor may be inferred by machine learning or extrapolating the user's otherpreferences to apply to other aspects of the program. In someembodiments, preferences of other users may be accessed to infer theuser's preferences, particularly when the user and the other users haveone or more attributes in common.

At operation 1404, the user's news content preferences are determined.The preferences of the user may be inferred from other preferences,learned by machine learning, or determined by receiving input from theuser. Preferences may include an amount of news content to include in acustomized playlist, whether the user prefers to only hear headlines orwants to hear full stories, the types of news content to include, andwhich geographic area is of interest to the user. Input could bereceived from the user in advance of building a playlist or may bereceived from the user during playback of a customized playlist. Forinstance, if the user opts to skip sports news three days in a row, theuser preferences engine 226 will determine that sports news should nolonger be included in the user's customized media program.Alternatively, the user preferences engine 226 could prompt the user forfeedback after skipping sports news the first time to determine if theuser would always like to skip sports news. In some embodiments, theuser preferences engine 226 may prompt the user to select alternativenews content to replace the skipped content, such as arts and culturenews. In yet another embodiment, the user may simply enter a preferenceto skip sports news content by selecting one or more preferences in asetup page of the customized program server application 187.

At operation 1406, the user's entertainment content preferences aredetermined. These preferences may include whether the user prefers musicover podcasts or audiobooks. Other preferences may include preferredgenres of music, preferred musical artists, preferred songs, preferredgenres of audiobooks, preferred authors of audiobooks, preferred typesof news content, the user's listening preferences based on time of day,preferred types of videos, preferred sports teams, preferred amounts ofnews and entertainment content, preferred geographic area, and preferredtypes of content. The entertainment preferences of the user may bedetermined by user input, machine learning, or by accessing the userpreferences data store 230. The user's previous media content listeningbehavior and preferred media content playlists can influence the user'spreferences for entertainment content. The previous listening behaviorcan be while traveling, not while traveling, or both.

At operation 1408, the user's current location in audiobooks and/orpodcasts is determined. When a user is in progress of listening to along item of media content, the duration-based customized media programengine 108 can determine the point in the media at which the userstopped listening and resume the media at that same point. Metadata isutilized to mark the stopping point of the user in the audiobook and/orpodcast. If the user is not currently listening to an audiobook orpodcast, this content may be skipped or an audiobook or podcast may besuggested to the user based on past listening behavior and preferences.

At operation 1410, the amount of news content and the amount ofentertainment content to include in the program is determined. The usermay prefer to hear mostly entertainment content, mostly news content, ora blend of the two. In some instances, these preferences may bedetermined based on the duration of the customized media playlist or thetime of day. In some embodiments, more media content is selected than isneeded to fill a particular duration in order to have backup content incase any media content is skipped or the duration of the programincreases. Such preferences may be stored in the user preferences datastore 230.

At operation 1412, the user's favorite uplifting media content isdetermined. The uplifting media content may be a favorite song, anupbeat song, a comedy show segment, a motivational speech, and the like.The user's preferences may be determined by previous listening behavior,machine learning, or user input.

One technique for identifying uplifting media content, or media contenthaving any other desired characteristic, is to build and train computermodels that can then be used to identify media content having thedesired characteristics. Techniques for building models and training aredescribed in U.S. Patent Application No. 62/347,642, filed Jun. 9, 2016and titled Identifying Media Content, the disclosure of which isincorporated by reference herein in its entirety. These same techniquescan be used by the system 100 disclosed herein for identifying mediacontent items having desired characteristics.

FIG. 15 illustrates a diagram 1500 of an exemplary media programcustomized to a user's route. The route conditions 1502 indicate thetype of road, level of traffic, and weather conditions for each segment1508 of the route. The duration 1504 indicates how long each segment1508 is expected to take to travel. The media selection 1506 indicatesthe type of media content that is played for each segment 1508 of theroute. The diagram 1500 shows an example program customized for a userdriving from downtown Minneapolis to the Mall of America. In thisexample, the route begins with 3 minutes of driving on city streets withlow traffic in good weather. During this segment an initial greeting isplayed for the user which includes the expected trip duration along withtraffic and weather updates. Then the user travels on an interstatehighway in moderate traffic with good weather for 8 minutes. During thistime a song is played, followed by news headlines, and another song.Then, for 4 minutes, the user drives in a commercial area with heavytraffic in good weather. Parking information is provided for parking atthe Mall of America and then the drive finishes with an uplifting song.

FIG. 16 shows an embodiment of a user interface 112 displayed on themedia-playback device 102 just after the user's customized media programis generated. The duration of the program 1602, 15 minutes, is displayedalong with a preview of the media content included in the programplaylist 1604. The user may select play 1 duration-based to initiateplayback of the program or may speak to command the user interface 112to initiate playback. In some embodiments, playback of the program mayinitiate automatically.

FIG. 17 shows an embodiment of a user interface 112 displayed on themedia-playback device 102 as the user begin to travel along the route tohis or her destination. In this example, the user interface 112 displaysnavigation directions 1702 along with a map 1704 of the segment of theroute the user is traveling on. The display also includes what iscurrently playing 1706, which is “weather update”. In some embodimentsthe currently playing information may be announced verbally to the userinstead of, or in addition to, being displayed on the user interface112.

FIG. 18 illustrates another diagram 1800 of an example media programcustomized for a user taking a longer drive to another city. The firstsegment of the trip begins on suburban streets in low traffic with goodweather and lasts for 5 minutes. During this time an initial greeting isplayed for the user which includes the expected trip duration along withthe weather forecast for the day for the user's current location as wellas the user's destination location. Next, for 12 minutes the user isdriving on an interstate highway in moderate traffic with good weather.Three songs are played during this time. Once the user begins to travelon the interstate highway with low traffic and rainy weather, the mediacontent shifts to an audiobook which is played for 31 minutes. As theweather worsens to severe thunderstorms, the media content changes againto a weather update and a song, which lasts for 8 minutes. Then, theweather improves slightly to “rainy weather” but the traffic becomes“moderate” for the next 6 minutes. During that time another song isplayed followed by a traffic update for the area around the user'sdestination. For the last 13 minutes, the user is traveling on citystreets in heavy traffic with light rain. The program concludes withnews headlines, a song, parking information for the destination area,and an uplifting song.

In some embodiments, the customized media program duration may beadjusted in response to user input or changes in the route a user istraveling on. FIG. 19 illustrates an example method 1900 of adjustingmedia content in a customized media program in response to changes inroute duration that is performed by some embodiments of theduration-based customized media program engine 108. The duration of theroute could change due to one or more of traffic conditions, detours,and stops. In some embodiments, the customized media program durationcould be shortened due to making or receiving a phone call duringplayback or pausing playback of the program for other reasons. A moredetailed analysis of the reason for the change in duration of the mediaprogram is provided in FIG. 20.

At operation 1902, the navigation application 171 communicates anotification to the duration-based customized media program engine 108that the duration of the route has changed. The duration may increase ordecrease depending on driving conditions, detours, or stops made alongthe route.

At operation 1904, the duration-based customized media program engine108 determines whether the customized media program needs more or lessmedia content. Media content may be added or removed at any point in theprogram.

At operation 1906, the duration-based customized media program engine108 determines which type of content should be added or removed based onthe driving conditions and user preferences. In some embodiments, mediacontent is preferably removed from the middle of the program so that theprogram can begin with important information and end with upliftingmedia content.

At operation 1908, the selected content is added or removed to adjustthe customized media program duration to match the route duration.

FIG. 20 illustrates an example method 806 of playing a customized mediaprogram, as was first described in FIG. 8. The method 806 determineswhether playback of the media program needs to deviate from the originalplaylist.

At operation 2002, the media content in the customized media program isplayed.

At operation 2004, if a skip command is received from the user, theplayback process continues to operation 2006 to skip and replace mediacontent within the playlist. This operation 2006 is further described inFIGS. 21-25. Otherwise playback continues.

At operation 2008, if notification of a detour is received from thenavigation application 171, the playback continues to operation 2010.The detour operation 2010 is further described in FIGS. 26-28.

At operation 2012, if playback is interrupted for any reason, theplayback process continues to the interruption operation 2014. Thisoperation 2014 is further described in FIGS. 29-31. If playbackcontinues without interruption, the program will continue to play asoriginally planned.

FIG. 21 illustrates an example of the skip and replace operation 2006 ofFIG. 20. This method of replacing skipped media content in a customizedmedia program is performed by some embodiments of the duration-basedcustomized media program engine 108.

At operation 2102, input is received from the user to skip one or moremedia content items. The user may skip one media content item at a timeor may skip a whole segment of media content. For example, the usercould be listening to a news story and wishes to skip ahead. The usercould indicate whether to skip just that one news story or skip thewhole news section of media content that is upcoming in the customizedmedia playlist. In some embodiments this input is received through thetouch screen 152 or the sound-sensing device 164 of the media-playbackdevice 102.

At operation 2104, the media content item is removed from the customizedmedia program.

At operation 2106, the user is optionally prompted to provide feedbackon the user's preference for skipping or replacing the media content.The user may be requested to select a type of replacement content or beasked if that particular type of content should always be skipped infuture programs. In other embodiments, the duration-based customizedmedia program engine 108 may automatically replace the skipped mediacontent with new replacement content. The replacement content isdetermined by accessing the user's preferences.

At operation 2108, appropriate replacement media content is determinedto replace the removed media content item. The appropriate replacementmedia content item is selected based on route conditions and userpreferences, as described in FIGS. 13-14. Additionally, the user'sfeedback in operation 2106 may be used to select replacement mediacontent.

At operation 2110, the media content is replaced in the customized mediaprogram. The replacement media content may be streamed from the mediastream service 194 or accessed from the media-playback device 102 memorydevice 156.

FIG. 22 illustrates an embodiment of the media-playback device 102operating the duration-based customized media program engine 108 on auser interface 112 to implement operation 2102 of FIG. 21. Similar toFIG. 17, the user interface 112 displays navigation directions 1702along with a map 1704 of the segment of the route the user is travelingon. The display also includes what is currently playing 1706, which isthe audiobook entitled “Gone Girl”. Next to the currently playing 1706display is a “skip” button 2200, displayed here as a triangle. The usermay select this button 2200 to input a command to the device 102 to skipthe currently playing content. Upon receiving this command, theduration-based customized media program engine 108 implements the method2006 described in FIG. 21.

FIG. 23 shows the user interface 112 of FIG. 22 after input has beenreceived from the user to skip the currently playing media content. Theduration-based customized media program engine 108 has skipped the mediacontent and is now implementing the optional operation 2106 of promptingthe user for feedback. In this example, the prompt reads “Contentskipped. What would you like to hear instead?” Options are listed forselection including “Rock Music,” “Classical Music,” “Science Podcast,”and “Political News.” In other embodiments, the user interface 112 maydisplay and/or announce only one option and request for the user toconfirm or reject the suggested option. In yet other embodiments, theuser may not be prompted for feedback at all.

FIG. 24 shows the user interface 112 displayed on the media-playbackdevice 102 after operations 2108 and 2110 of method 2006 in FIG. 21 arecompleted. Replacement media content has been selected and is playing onthe media-playback device 102. In this example, the replacement mediacontent is classical music by Beethoven that was selected by input fromthe user.

FIG. 25 illustrates an abbreviated schematic diagram 2500 of an examplemedia program before and after implementing the skip and replaceoperation 2006 described in FIG. 21. The original program 2502corresponds to the media program diagram 1800 shown in FIG. 18. Themodified program 2504 shows how the media program is modified inresponse to receiving input from the user to skip currently playingmedia. In this example, the skip 2506 occurred while an audiobook wasplaying. Two replacement songs 2508 were selected to replace theremaining audiobook content. Otherwise, the customized media programremains unaltered.

FIG. 26 illustrates an example of the detour operation 2010 of FIG. 20.This method of modifying a customized media program in response tochanges in the duration of a route is performed by some embodiments ofthe duration-based customized media program engine 108.

At operation 2602, a detour notification is received from the navigationapplication 171. The detour could be caused by traffic, roadconstruction, or even the user taking a wrong turn.

At operation 2604, the duration engine 304 of the duration-basedcustomized media program engine 108 determines if the detour hasaffected the duration of the route. Typically, a detour will result inthe duration of the route increasing.

At operation 2606, the duration-based customized media program engine108 determines if additional media content is needed. If the durationhas increased, more media content will need to be added to the programto last for the new duration of the route.

At operation 2608, the news engine 306 and entertainment engine 308 ofthe duration-based customized media program engine 108 select additionalmedia content to include in the customized media program. Theseselections are based upon the same criteria discussed in FIGS. 13-14.

At operation 2610 the additional media content is played along with therest of the customized media program.

FIG. 27 illustrates the user interface 112 displayed on themedia-playback device 102 after a notification of a detour has beenreceived, as described in operation 2602 of FIG. 26. The map display1704 shows a new route and a detour notification 2700 is displayed onthe user interface 112.

FIG. 28 illustrates an abbreviated schematic diagram 2800 of an examplemedia program before and after implementing the detour operation 2010.The original program 2502 corresponds to the media program diagram 1800shown in FIG. 18. The modified program 2504 shows how the media programis modified in response to a detour 2802 that increases the duration ofthe route. In this example, the detour required the program to beextended. Two added songs 2804 are inserted into the media program,while the rest of the program remains the same.

FIG. 29 illustrates an example of the interruption operation 2014 ofFIG. 20. This method of modifying a customized media program in responseto playback interruption is performed by some embodiments of theduration-based customized media program engine 108.

At operation 2902, a notification of an interruption is received by theduration-based customized media program engine 108. The interruption maybe an operation performed on the media-playback device 102 thatinterrupts playback, such as receiving a phone call. Alternatively, theinterruption could be instigated by the user. The user could pauseplayback of the media program for any number of reasons.

At operation 2904, playback of the customized media program is paused.

At operation 2906, the customized media program engine 108 determineshow much media content needs to be removed in response to theinterruption. This may be a continuously updating process, or may occurafter playback of the program has resumed.

At operation 2908, the customized media program engine 108 determineswhich media content items to remove from the playlist in response to theinterruption. Preferably, the media content items are chosen from themiddle of the playlist so that key portions of the media program at thebeginning and end of the playlist are not disrupted.

FIG. 30 illustrates the user interface 112 displayed on themedia-playback device 102 after a notification of an interruption hasbeen received, as described in operations 2902 and 2904 of FIG. 29. Anotification 3000 of an incoming call is displayed over the map display1704 and the now playing display 1706 indicates that the media playbackis paused.

FIG. 31 illustrates an abbreviated schematic diagram 3100 of an examplemedia program before and after implementing the interruption operation2014. The original program 2502 corresponds to the media program diagram1800 shown in FIG. 18. The modified program 2504 shows how the mediaprogram is modified in response to an interruption to playback. In thisexample, a phone call is received while the user is listening to anaudiobook and the customized media program needs to be modified toremove media content to adjust the overall duration in response to theinterruption. The call interruption 3100 results in the end of theaudiobook portion of the program to be removed. The weather update andtraffic update are considered higher priority media items than thesongs, so they remain in the playlist. However, one song is also removedfrom the playlist in addition to the end of the audiobook.

Adjustments to the media program such as those described in FIGS. 20-31may occur dynamically during playback. Additional media content may beaccessed by streaming or by caching extra media content when acustomized program is downloaded. Regardless of the circumstances, thecustomized media program is designed to adjust to match the duration ofa given route so that a user has a variety of entertainment and newscontent to listen to during an entire trip.

As noted previously, although many of the examples provided above aredescribed with respect to traveling in a vehicle, other embodimentsrelate to other forms of travel or even other types of activities.

The various embodiments described above are provided by way ofillustration only and should not be construed to limit the claimsattached hereto. Those skilled in the art will readily recognize variousmodifications and changes that may be made without following the exampleembodiments and applications illustrated and described herein, andwithout departing from the true spirit and scope of the followingclaims.

1-29. (canceled)
 30. A media playback device comprising: a contentoutput device configured to play media content items; a processor; and amemory device encoding instructions that, when executed by theprocessor, cause the media playback device to: determine a route to adestination; determine a duration of the route; build the customizedplaylist having a duration matching the duration of the route, thecustomized playlist comprising one or more media content items; playbackthe customized playlist through the content output device; detect adisruption to playback of the customized playlist; and in response tothe disruption to playback, add or remove one or more media contentitems from the customized playlist.
 31. The media playback device ofclaim 30, wherein the duration of the route is determined based on amode of travel and travel conditions of the route.
 32. The mediaplayback device of claim 30, further comprising a location determiningdevice, and wherein the duration of the route is dynamically updatedbased on a current location of the media playback device, and whereinthe duration of the playlist is adjusted in response to updates to theduration of the route.
 33. The media playback device of claim 30,wherein the customized playlist is built from media content items thatare selected for a particular user operating the media playback deviceaccording to user preferences that are accessed from a user preferencesdata store.
 34. The media playback device of claim 30, wherein the mediacontent items comprise entertainment content items and news contentitems.
 35. The media playback device of claim 34, wherein theentertainment content items comprise one or more of music, audiobooks,and podcasts; and the news content items comprise one or more of trafficreports, weather reports, and parking reports.
 36. The media playbackdevice of claim 30, wherein the disruption to playback is caused by aninterruption to playback of the customized playlist, and the mediaplayback device is further instructed to adjust the duration of thecustomized playlist by removing one or more media content items from thecustomized playlist.
 37. The media playback device of claim 36, whereinthe interruption is an incoming call received by the media playbackdevice.
 38. The media playback device of claim 36, wherein higherpriority media content items remain in the customized playlist and theone or more media content items that are removed from the customizedplaylist are selected from lower priority media content items.
 39. Themedia playback device of claim 38, wherein the priority of the mediacontent items is determined based on user preferences associated with auser of the media playback device.
 40. The media playback device ofclaim 30, wherein the disruption to playback is caused by receivinginput to skip one or more of the one or more media content items, andthe media playback device is further instructed to replace the skippedmedia content items with new media content items.
 41. The media playbackdevice of claim 40, wherein the input is received from a user of themedia playback device through a user interface displayed on a touchscreen.
 42. The media playback device of claim 41, wherein the mediaplayback device is further instructed to display a prompt on the userinterface after receiving the input to skip one or more of the one ormore media content items, the prompt requesting that the user select analternative type of content to replace the skipped one or more mediacontent items; and recording the selection of alternative type ofcontent in a user preferences data store.
 43. The media playback deviceof claim 30, wherein the memory device further encodes instructions toprovide spoken narration content to accompany the customized playlist.44. One or more computer-readable media having computer-executableinstructions embodied thereon that, when executed by a computing device,cause the computing device to: receive a selection of a destination;determine a route to the destination; determine a duration of the route;determine one or more preferences of a user operating a media playbackdevice; build a customized playlist including one or more types of audiocontent the conform to the preferences of the user and the duration ofthe route, wherein the customized playlist includes one or more newscontent items and one or more entertainment content items; playback thecustomized playlist through the media playback device; and adjust theplaylist in response to a disruption in playback of the customizedplaylist.
 45. The computer-readable media of claim 44, wherein thecomputer-executable instructions further cause the computing device toconclude the playlist with an uplifting media content item selected forthe user based on the user preferences.
 46. The computer-readable mediaof claim 44, wherein the computer-executable instructions further causethe computing device to determine the driving conditions of the routeand the customized playlist is built taking into account the drivingconditions of the route.
 47. The computer-readable media of claim 44,wherein a duration of the playlist is shortened based on an interruptionto playback of the customized playlist, and one or more entertainmentand/or news content items are removed from the playlist.
 48. Thecomputer-readable media of claim 44, wherein the playlist is adjusted inresponse to user input to skip one or more entertainment and/or newscontent items in the playlist and replacement entertainment and/or newscontent items are automatically added to the playlist to maintain aplaylist duration that matches the route duration.
 49. A method ofpresenting a customized media program to a user on a media playbackdevice, the method comprising: determining a duration of the customizedmedia program by: determining a mode of travel of the user; determininga destination to which the user is traveling; determining a route to thedestination; and determining a duration of the route; building thecustomized media program including one or more items of media contentthat fit the determined duration by: determining driving conditions fora plurality of portions of the route by: determining a mode of travel ofthe user, determining a type of road or path of the route, determiningtraffic conditions along the route, and determining weather conditionsalong the route; determining appropriate media content types to play foreach of the plurality of portions of the route; determining userpreferences of the user; selecting entertainment and news content basedon the driving conditions and user preferences; and generating thecustomized media program; playing back the customized media programthrough a content output device of the media playback device; detectinga disruption to playback of the customized media program; determiningwhether more or less media content is needed in the customized mediaprogram based on the type of disruption; determining which type ofcontent to add or remove from the customized media program; and addingor removing the media content from the customized media program.
 50. Themethod of claim 49, wherein determining user preferences comprises:determining the user's preferred type of media content to be played at aparticular time of day; determining the user's news content preferences;determining the user's entertainment content preferences; determiningthe user's preferred amount of news content and entertainment content toinclude in the program; and determining the user's favorite upliftingmedia content.
 51. The method of claim 50, wherein user preferences aredetermined by machine learning based on the user's previous listeningbehavior.
 52. The method of claim 49, further comprising determining alevel of attention required for traveling each of the plurality ofportions of the route based on the driving conditions of the route, andwherein the entertainment and news content is selected based on thelevel of attention required.
 53. The method of claim 49, wherein thedisruption to playback comprises receiving input from the user to skipmedia content, and the method further comprises removing the mediacontent from the program, determining media content to replace theremoved media content, and adding the replacement media content to theprogram.
 54. The method of claim 49, wherein the disruption to playbackcomprises detecting a disruption to playback of the customized mediaprogram, and the method further comprises determining how much mediacontent to remove from the customized media program, selecting mediacontent items to remove from the customized media program, and removingthe selected media content items from the customized media program.